Dossier turns everything you've shipped into one evidence-backed record — then tailors a Case for every role you chase. It runs on your machine, and your Dossier stays yours — local-first by default.
Led the preference-data pipeline behind our RLHF runs — doubled labeler throughput and lifted model win-rate 12 points.
One page can't hold a career, so it crops it — you trim the proof, guess at keywords, and rewrite the same story for every role. Dossier keeps the whole record once, and re-surfaces what fits.
A Case is a résumé tailored to one posting, drawn straight from your Dossier — never rewritten. Here's how one comes together.
Quill interviews you like a thoughtful colleague — drawing out projects, decisions and outcomes, and filing each as a Record in your Dossier as you talk.
Quill proposes sharper wording as a clear before/after, grounded in what you said. You accept or reject each one. Confirmed claims carry proof — nothing is invented.
Capture a posting and Dossier spins up a Case — surfacing the evidence that fits, scoring your coverage, and tracking it from applied to offer.
"I'll ask the questions a great mentor would — then keep the proof, so you never have to remember it under pressure."
Quill is the guide inside Dossier. It interviews you, then proposes sharper wording as a before/after you can accept or reject. It never invents achievements, and nothing is written to your Dossier until you say yes.
Dossier reads the skills your Cases ask for and ranks them by demand. One number tells you how ready you are; the breakdown tells you exactly what to confirm next.
Strong fit
Your Dossier lives on your machine — local-first by default. Your record is yours: never sold, never shared, never used to train a model.
Every skill traces back to a confirmable moment — a shipped feature, a metric, a reference. Recruiters read proof, not buzzwords.
Dossier reads across your Cases to show how ready you are — which wanted skills are evidenced, claimed, adjacent, or still a gap.
Each role becomes a Case with a live status — applied, interviewing, offer — so you always know where every search stands and never lose a follow-up.
Grab a posting from LinkedIn, Greenhouse, Indeed or any board with the browser extension — Dossier reconciles it and tells you if it's already in your file.
From any Case, one build produces the set — résumé, cover letter, recruiter note and interview prep, all grounded in your real evidence.
Local-first by default — your Dossier lives on your machine. Your career record is never sold, never shared, never used to train a model. Export it whenever you want; either way, it's yours.
Free to download. It runs on your machine, keeps your Dossier local-first, and lets Quill do the remembering.